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THE BOOK--Playing The Percentages In Baseball

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Monday, October 31, 2011

NFL simulations

By Tangotiger, 03:10 PM

Phil is running some simulations, and is looking for some feedback.


#1          (see all posts) 2011/10/31 (Mon) @ 16:58

Here’s an idea to test the shape of the true-talent distribution:
Use real multi-season NFL data to find Pythagorean projections (raw or third order or whatever) based on yards for and yards against.  Use the distribution of (nth-order) projections as your true-talent distribution.  Test this historical distribution against a variety of functional forms to find one that fits.

Functional forms that would make sense off the top of my head:
1)Phase space (i.e. binomial distribution with true-talent-1-win 16 times as likely as true-talent-0-wins).
2)Gaussian.
3)Bifurcated Gaussian (different standard deviations on right and left).
4)Phase space times bifurcated Gaussian.
5)Falling exponential times phase space.


#2          (see all posts) 2011/11/01 (Tue) @ 11:04

Too complicated for me.  I don’t know what a Bifurcated Gaussian even is, much less how to multiply it by a phase space.  smile

But if someone wants to do the work and send me the resulting distribution, I’ll try to make it happen.


#3          (see all posts) 2011/11/02 (Wed) @ 16:29

Phil,
I’ll work something up on the distributions and send it to you.  Would .xls be acceptable?


#4          (see all posts) 2011/11/02 (Wed) @ 17:38

Jeremy: I assume you’ll be sending me a table of the CDF or PDF of the talent distribution?  Then, sure, Excel is fine!  Thanks!


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